> ## Documentation Index
> Fetch the complete documentation index at: https://lmsysorg-dsv4-1.mintlify.site/llms.txt
> Use this file to discover all available pages before exploring further.

# Overview

> Practical guides for deploying and using large language models and vision language models with SGLang.

<CardGroup cols={3}>
  <Card title="IFM" mode="card" href="/cookbook/autoregressive/IFM/K2-Horizon" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/ifm.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=e9751d445f622f371e40eb5f3f479ee9" width="940" height="525" data-path="cards/logos/ifm.png" />

  <Card title="Kimi (Moonshot AI)" mode="card" href="/cookbook/autoregressive/Moonshotai/Kimi-K3" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/moonshotai.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=014b060c7e24cc580cf2ecf812d4d359" width="940" height="525" data-path="cards/logos/moonshotai.png" />

  <Card title="Thinking Machines" mode="card" href="/cookbook/autoregressive/ThinkingMachines/Inkling" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/thinkingmachines.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=47ad4021596e25ce08546540abc96730" width="940" height="525" data-path="cards/logos/thinkingmachines.png" />

  <Card title="GLM" mode="card" href="/cookbook/autoregressive/GLM/GLM-5.3-Flash" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/glm.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=06c2509f51fe70fa37e421546bb6d2d2" width="940" height="525" data-path="cards/logos/glm.png" />

  <Card title="Qwen" mode="card" href="/cookbook/autoregressive/Qwen/Qwen3.8-Flash-Next" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/qwen.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=998b129f6aad16e3aba70a8b2a203bb0" width="940" height="525" data-path="cards/logos/qwen.png" />

  <Card title="DeepSeek" mode="card" href="/cookbook/autoregressive/DeepSeek/DeepSeek-V4_1" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/deepseek.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=fb88914339f2a8729bd0a6d1d7145f1e" width="940" height="525" data-path="cards/logos/deepseek.png" />

  <Card title="DeepReinforce" mode="card" href="/cookbook/autoregressive/DeepReinforce/Ornith-1.0" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/deepreinforce.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=7d88a83fc40b231d5e9c571146c590ad" width="940" height="525" data-path="cards/logos/deepreinforce.png" />

  <Card title="Meta" mode="card" href="/cookbook/autoregressive/Meta/MuseGlimmer" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/meta.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=bc4e04e248e9988d147e27ab54312b8b" width="940" height="525" data-path="cards/logos/meta.png" />

  <Card title="Meituan" mode="card" href="/cookbook/autoregressive/Meituan/LongCat-2.0" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/meituan.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=0f95dbcfc87ac2d26d4d5f3c3f6fd814" width="940" height="525" data-path="cards/logos/meituan.png" />

  <Card title="Google" mode="card" href="/cookbook/autoregressive/Google/Gemma4" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/google.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=68c0288cb056242dc2b3024c513351cd" width="940" height="525" data-path="cards/logos/google.png" />

  <Card title="IBM" mode="card" href="/cookbook/autoregressive/IBM/Granite-4.2" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/ibm.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=3999ac2e312d59589db499b2cc5378e1" width="940" height="525" data-path="cards/logos/ibm.png" />

  <Card title="LiquidAI" mode="card" href="/cookbook/autoregressive/LiquidAI/LFM2.5" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/liquidai.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=0a9bbffa535b790d68e5c14b502b73fc" width="940" height="525" data-path="cards/logos/liquidai.png" />

  <Card title="OpenAI" mode="card" href="/cookbook/autoregressive/OpenAI/GPT-OSS" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/openai.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=708b9081ca65bb7d301c0d76218f4976" width="940" height="525" data-path="cards/logos/openai.png" />

  <Card title="MiniMax" mode="card" href="/cookbook/autoregressive/MiniMax/MiniMax-M3" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/minimax.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=dedd307cd2f7a17a6ac6b64d76feb413" width="940" height="525" data-path="cards/logos/minimax.png" />

  <Card title="NVIDIA" mode="card" href="/cookbook/autoregressive/NVIDIA/Nemotron3.5-Lightning" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/nvidia.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=103af7d9dfe7a220428a214eb181201c" width="940" height="525" data-path="cards/logos/nvidia.png" />

  <Card title="Baidu" mode="card" href="/cookbook/autoregressive/Baidu/PaddleOCR-VL" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/baidu.svg?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=37f27b9035d4f71795e0ba89972e612e" width="940" height="525" data-path="cards/logos/baidu.svg" />

  <Card title="Ernie" mode="card" href="/cookbook/autoregressive/Ernie/Ernie4.5" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/ernie.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=c5ca6dd8b81d88f15d9903b31d9ad1ce" width="940" height="525" data-path="cards/logos/ernie.png" />

  <Card title="StepFun" mode="card" href="/cookbook/autoregressive/StepFun/Step3.5" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/stepfun.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=3a0e3d4141d5df0b79d0bfae4becd1e9" width="940" height="525" data-path="cards/logos/stepfun.png" />

  <Card title="InclusionAI" mode="card" href="/cookbook/autoregressive/InclusionAI/Ling-3.0-flash-VL" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/inclusionai.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=f267e8265dc8ecda5b40a10eb1cd5aa4" width="940" height="525" data-path="cards/logos/inclusionai.png" />

  <Card title="InternLM" mode="card" href="/cookbook/autoregressive/InternLM/Intern-S2-Mobius" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/internlm.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=87413b1dc98a1905cb4bfd0da40265f0" width="940" height="525" data-path="cards/logos/internlm.png" />

  <Card title="InternVL" mode="card" href="/cookbook/autoregressive/InternVL/InternVL3.5" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/internvl.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=9000968925ab6010ce9f903319997324" width="940" height="525" data-path="cards/logos/internvl.png" />

  <Card title="OpenBMB" mode="card" href="/cookbook/autoregressive/OpenBMB/MiniCPM5-2B" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/openbmb.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=bbe973a384b8668613e8be892d251bd6" width="940" height="525" data-path="cards/logos/openbmb.png" />

  <Card title="Jina AI" mode="card" href="/cookbook/autoregressive/Jina/Jina-reranker-m0" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/jina.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=5e56ef81f41f0a07b6c7261e8c64cb90" width="940" height="525" data-path="cards/logos/jina.png" />

  <Card title="Mistral" mode="card" href="/cookbook/autoregressive/Mistral/Ministral-3" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/mistral.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=1e08fc8221f69793cbf0ce38cc4508c0" width="940" height="525" data-path="cards/logos/mistral.png" />

  <Card title="Xiaomi" mode="card" href="/cookbook/autoregressive/Xiaomi/MiMo-V2.5" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/xiaomi.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=96d48f00634d68ffea91b289d4149670" width="940" height="525" data-path="cards/logos/xiaomi.png" />

  <Card title="FlashLabs" mode="card" href="/cookbook/autoregressive/FlashLabs/Chroma1.0" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/flashlabs.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=a177a2944fffc9c6b60832d7f7642845" width="940" height="525" data-path="cards/logos/flashlabs.png" />

  <Card title="Tencent" mode="card" href="/cookbook/autoregressive/Tencent/Hy4-Preview" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/tencent.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=1532cd72a144c30e12399b729f7344e2" width="940" height="525" data-path="cards/logos/tencent.png" />

  <Card title="Poolside" mode="card" href="/cookbook/autoregressive/Poolside/Laguna-S-2.1" img="https://mintcdn.com/lmsysorg-dsv4-1/1iE8gvaaCaXWzYpe/cards/logos/poolside.png?fit=max&auto=format&n=1iE8gvaaCaXWzYpe&q=85&s=c23b8782cdd7f69e4dc0af006bcf71c1" width="940" height="525" data-path="cards/logos/poolside.png" />
</CardGroup>